{"id":"W2938961457","doi":"10.1093/jme/tjz047","title":"Urban and Rural Spatial Delineations in Blow Fly Species (Diptera: Calliphoridae) Across Canada: Implications for Forensic Entomology","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Calliphoridae; Forensic entomology; Biology; Entomology; Ecology; Zoology; Forensic science; Larva; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006625708,0.0001642326,0.0004976463,0.00002916626,0.0001302477,0.00001875943,0.0003245341,0.0002666323,0.0004398079],"category_scores_gemma":[0.0005411742,0.00007490965,0.0001058952,0.0001679794,0.0002960961,0.00006736378,0.0001257912,0.0003372015,0.000003123489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009382769,"about_ca_system_score_gemma":0.0001348228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05106397,"about_ca_topic_score_gemma":0.6673446,"domain_scores_codex":[0.9982539,0.0001035903,0.0006594479,0.0002031153,0.0003174909,0.0004624763],"domain_scores_gemma":[0.9983241,0.0009143373,0.0002580255,0.00006196949,0.0002242572,0.00021729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003140076,0.0002090807,0.8841791,0.00002698957,0.0001486859,0.0001041047,0.0006913033,0.00001300709,0.002707829,0.008871736,0.01184907,0.09088508],"study_design_scores_gemma":[0.001461713,0.0008234816,0.9740464,0.00004617058,0.00003161023,0.0006367619,0.000890714,0.0001877961,0.0001676321,0.002019407,0.01950966,0.0001786214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672371,0.0007253093,0.00006517793,0.03050287,0.001082864,0.0001989929,0.00007555093,0.000007516701,0.0001046726],"genre_scores_gemma":[0.9975443,0.0001866831,0.00009834164,0.001389738,0.0005472516,0.0000145533,0.00004531685,0.000001649253,0.0001721896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6162806,"threshold_uncertainty_score":0.9552551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540720816681166,"score_gpt":0.2637474657718313,"score_spread":0.2483402576050197,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}